Poisoning Attack on Phishing Scenario
129.62FID (C)PoisonLoRA
Evaluation Results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| PoisonLoRABase LoRA=3DM2026.06 | 129.62 | 0.36 | 1 | 0 | 133.42 | 0.39 | 1.01 | 2 | 129.3 | 0.58 | 1.01 | 123.07 | 0.54 | 1.03 | 95.2 | 87.8 | |
| PoisonLoRABase LoRA=line2026.06 | 151.93 | 0.37 | 0.99 | 0 | 175.59 | 0.38 | 1.02 | 2 | 140.16 | 0.47 | 0.97 | 127.19 | 0.5 | 1.04 | 86.4 | 66.4 | |
| PoisonLoRABase LoRA=bichu2026.06 | 161.61 | 0.4 | 1.02 | 0 | 207.74 | 0.47 | 0.99 | 2 | 178.65 | 0.56 | 1.04 | 143.69 | 0.51 | 1.08 | 97.6 | 88.6 | |
| PoisonLoRABase LoRA=Artem2026.06 | 180.52 | 0.44 | 1 | 0 | 177.1 | 0.51 | 1.01 | 2 | 145.28 | 0.6 | 1.08 | 141.48 | 0.55 | 1.02 | 97.8 | 10.8 | |
| PoisonLoRABase LoRA=Clyde2026.06 | 183.14 | 0.44 | 1 | 0 | 212.95 | 0.53 | 1 | 2 | 159.09 | 0.56 | 0.99 | 137.19 | 0.53 | 1.04 | 90 | 50.4 |